{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import sqlalchemy\n",
    "import pandas as pd\n",
    "import random\n",
    "import datetime"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "from sqlalchemy import create_engine"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "conn = create_engine(\"mysql+pymysql://root:12345@localhost:3306/recommend2?charset=utf8\")\n",
    "current_date = '2020-07-01'\n",
    "last_date = \"2020-06-29\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "sql = \"\"\"\n",
    "SELECT id as customer_id,tel from customer WHERE id \n",
    "NOT IN\n",
    "(SELECT customer_id from mission \n",
    "WHERE createDate <= \"2020-06-30\" AND createDate >= \"2020-06-01\");\n",
    "\"\"\"\n",
    "df_data = pd.read_sql(\n",
    "sql,\n",
    "conn,\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "  999: 4104,\n",
       "  ...},\n",
       " 'tel': {0: '6f7602c534ce83d367b3c53a4f36c0b7',\n",
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       "  925: '93b0b0598a877b90ed09d3499a1a7dfc',\n",
       "  926: 'e3e62c102c911133bb71cb347df3617d',\n",
       "  927: 'ddd41487c2f0bf2ee3162f2e0d74ecb7',\n",
       "  928: '9d87915f9c613b16deccc1b56b5377aa',\n",
       "  929: 'bfff344f22fa17ab36c4ed11370448ab',\n",
       "  930: 'bdf198801ab279d682311ec676eecab7',\n",
       "  931: '9d8fc65299a4703cbea84411c23a338a',\n",
       "  932: 'ef52dba4cac0d1ff873d5ea67b11f7f7',\n",
       "  933: '4d1fd00fd57e62ecc0b166d4c2ef1fa9',\n",
       "  934: 'd324455b7f32575286f9506408956da3',\n",
       "  935: 'd59bfc01e1aac62e09bd50316df86ab5',\n",
       "  936: 'b98f8dd37723c9b2451c3b4909854003',\n",
       "  937: 'd117e4ffbd3ba047a47d9a29339d5e46',\n",
       "  938: '1226ef75d7e94acdd957137eaade9453',\n",
       "  939: '0452b443537672aec3c745037a0a7be5',\n",
       "  940: '72a78b0d6ffaf62ff229e6e855158cd8',\n",
       "  941: '77f33437bbd46501545749d9503e8584',\n",
       "  942: '882a6783dbf2a166d62d975f0c12945c',\n",
       "  943: '85aa1803c05656e363d53ff884382bd5',\n",
       "  944: '92b57c31fc2e3e28657192140e3485e6',\n",
       "  945: '84970eb047aa685bc9714adff175a577',\n",
       "  946: '7620bf4268fd9abccb81c344fd9e2bd5',\n",
       "  947: 'f0b0c71ca29953e4c5ac332bb533dcd2',\n",
       "  948: '77962296a01de11f82aafc8bc56a4882',\n",
       "  949: 'c6308c7fe62bb897517b199b08088528',\n",
       "  950: '9e4d5e1c5f70d0cd6fdb9ee51ba7c7b6',\n",
       "  951: 'bf965d0f3759f4af6361e1bfcb8cab99',\n",
       "  952: '38f6ec2460f7cbea16dda287656afadb',\n",
       "  953: 'd56a0648a06a41908cf1b4c3c5b7d3c4',\n",
       "  954: '6a4a2bb8212963335276efdb7297ad8b',\n",
       "  955: 'c60d723cc428aaf974d1028df7333348',\n",
       "  956: 'bc7dd0ac2da525224f7e4cbfab68c223',\n",
       "  957: '218e029a14bef5be026cad255516b88a',\n",
       "  958: 'a0cf88384e635b29ee274931d9eca771',\n",
       "  959: 'd982092e2c74b9adeb53b8c3f1e88e20',\n",
       "  960: '9e97ca2507fed81b2d8fed2223aea5f9',\n",
       "  961: 'd6c9a2fec23f7740b92655d4fdcd5420',\n",
       "  962: 'f2646d2060102412d8aef0b98641dafd',\n",
       "  963: 'f76c245b50253d345cfeba834af64c4f',\n",
       "  964: '4e3ac8f522bd8c16e26f23819a701526',\n",
       "  965: '8357a4e81201d384b5f6b951be231848',\n",
       "  966: '20a55d9a9d0597c05502b3df52eb9327',\n",
       "  967: 'a7a2d7d5d4a9c53655803f7d60ea4120',\n",
       "  968: 'faae9754803b2b356f8fa8d5169b7c64',\n",
       "  969: '602ffc7f2cdf0b0326abcbba5130c892',\n",
       "  970: '289cb51467f7902ed82110fe4f223519',\n",
       "  971: '4984cfe6b661facaa1581bb96d6603db',\n",
       "  972: '7a37aacbd9f43098dde7e78449cd8988',\n",
       "  973: 'f176a824a23b4d3c81151f25a1d3d20e',\n",
       "  974: '6a4338b0209bfba79984565ddb96b905',\n",
       "  975: '09385644dcee64b85c9a42dc259b40e6',\n",
       "  976: 'f74ccf7606df8d86116411f23bfccc3f',\n",
       "  977: '84667d5d024de7ffc2ea2f01def926e8',\n",
       "  978: 'd8821a6571748deeebe807fcfd100bd7',\n",
       "  979: 'f6969a65cab8af2848907364b8ec9f66',\n",
       "  980: 'f12623d6dfe0dc2401e2d9e3c41fbc3e',\n",
       "  981: '1f0a256655f2828a8ccd9d8c4ab85688',\n",
       "  982: '14d0cdbabdf8d76f604659742dd7f79a',\n",
       "  983: 'b11ccf15b0f5c3ec82779be1e870b3a2',\n",
       "  984: 'e696bf50b55c27ceaf69662238cf811d',\n",
       "  985: '4e841e68fd7cf640c173142bd95713a4',\n",
       "  986: 'c73b1956cdf6fa80987fa9a400e5b6dd',\n",
       "  987: 'c3816ee94093c8e6582323c05a4bb76f',\n",
       "  988: 'de5e90a2fc4f5a76dbda511905945632',\n",
       "  989: '7abb26eccacdf2d9b93d33a6b9c5500d',\n",
       "  990: '6220b467a208c3b768362c0e7f9ca5ef',\n",
       "  991: '2ec310e65a0e58f916ea7607d5ef568b',\n",
       "  992: 'eafac1d0224f473152ffc952bc7d7289',\n",
       "  993: '97d861f5ec22ac72ab9eea5ffd4d43aa',\n",
       "  994: '0793e88957f85385ea34e9248944c886',\n",
       "  995: '8fc80978c00b165c60530932ca62c58c',\n",
       "  996: '3e020146106488e329670dbd39e79f9c',\n",
       "  997: '827d9533f3491a2c98efa59b5562db6c',\n",
       "  998: 'ea167257176dcb1f94dd02cab25462b7',\n",
       "  999: '8bc7e459d42755fd28469ab2ab31f553',\n",
       "  ...}}"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_customer_dict = df_data.to_dict()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_salesStaff = pd.read_sql(\n",
    "\"select * from salesstaff;\",\n",
    "    conn,\n",
    ")\n",
    "df_salesStaff_id = df_salesStaff['id'].unique().tolist()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_mission_data():\n",
    "    '''\n",
    "    [\n",
    "    {\"df_sales_id\":1, \"customer_id\":231,\"tel\":\"12313\"}\n",
    "    ]\n",
    "    '''\n",
    "    missionArray = []\n",
    "    \n",
    "    for index, value in enumerate(df_salesStaff_id):\n",
    "        for item in range(index*25, (index+1)*25):\n",
    "            customer_id = df_customer_dict[\"customer_id\"][item]\n",
    "            tel = df_customer_dict[\"tel\"][item]\n",
    "            missionArray.append({\"df_sales_id\":value, \"customer_id\":customer_id,\"tel\":tel})\n",
    "    \n",
    "    return missionArray\n",
    "    \n",
    "\n",
    "df_mission = get_mission_data()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>customer_id</th>\n",
       "      <th>salesstaff_id</th>\n",
       "      <th>tel</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>12231</td>\n",
       "      <td>4</td>\n",
       "      <td>17810ad73067e8706f5b67f2ec8834fa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>12231</td>\n",
       "      <td>8</td>\n",
       "      <td>17810ad73067e8706f5b67f2ec8834fa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>29892</td>\n",
       "      <td>8</td>\n",
       "      <td>478d1ac970fbdbeaa1eb57d419c35e72</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>17229</td>\n",
       "      <td>8</td>\n",
       "      <td>486ea018b00323972c871097b9736a26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>12823</td>\n",
       "      <td>8</td>\n",
       "      <td>9bd44152af39ce4a2163b40366602bdc</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   customer_id  salesstaff_id                               tel\n",
       "0        12231              4  17810ad73067e8706f5b67f2ec8834fa\n",
       "1        12231              8  17810ad73067e8706f5b67f2ec8834fa\n",
       "2        29892              8  478d1ac970fbdbeaa1eb57d419c35e72\n",
       "3        17229              8  486ea018b00323972c871097b9736a26\n",
       "4        12823              8  9bd44152af39ce4a2163b40366602bdc"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sql = \"\"\"\n",
    "SELECT customer_id,salesstaff_id,tel from mission INNER JOIN customer on mission.customer_id = customer.id\n",
    "WHERE customer_id in (\n",
    "SELECT customer_id FROM `mission` WHERE createDate = '2020-06-29' AND status_id = 1) and createDate < \"2020-07-01\";\n",
    "\"\"\"\n",
    "\n",
    "reassignCustomer = pd.read_sql(\n",
    "    sql,\n",
    "    conn,\n",
    ")\n",
    "\n",
    "reassignCustomer.head()\n",
    "\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_mission_data():\n",
    "    missionArray = []\n",
    "    cache_salesStaff_id = set(df_salesStaff_id)\n",
    "    for index, group_sales_id in reassignCustomer.groupby(\"customer_id\"):\n",
    "        can_be_choice_salesstaff = list(cache_salesStaff_id - set(group_sales_id[\"salesstaff_id\"]))\n",
    "        if not can_be_choice_salesstaff:\n",
    "            can_be_choice_salesstaff = list(set(df_salesStaff_id) - set(group_sales_id[\"salesstaff_id\"]))\n",
    "            \n",
    "        picked_salesstaff = random.choice(can_be_choice_salesstaff)\n",
    "        customer_id = index\n",
    "        picked_customer_tel = group_sales_id['tel'].iloc[0]\n",
    "        missionArray.append({\"picked_salesstaff\":picked_salesstaff, \"customer_id\":customer_id,\"tel\":picked_customer_tel})\n",
    "        cache_salesStaff_id = cache_salesStaff_id - set([picked_customer_tel])\n",
    "    return missionArray\n",
    "\n",
    "reassign_mission_data = get_mission_data()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'picked_salesstaff': 4,\n",
       "  'customer_id': 487,\n",
       "  'tel': 'a12ddddece31a06b674e41d00c120a35'},\n",
       " {'picked_salesstaff': 24,\n",
       "  'customer_id': 517,\n",
       "  'tel': 'ec4424adedf2ec7fc48c3bfeed54ef25'},\n",
       " {'picked_salesstaff': 17,\n",
       "  'customer_id': 518,\n",
       "  'tel': '1090f73bb072604a7a7109d0c641306b'},\n",
       " {'picked_salesstaff': 7,\n",
       "  'customer_id': 521,\n",
       "  'tel': 'c098a8f2bddc66cc97034adaa78d3f01'},\n",
       " {'picked_salesstaff': 20,\n",
       "  'customer_id': 1034,\n",
       "  'tel': '80b0c7a8493a547b37fa691064119606'},\n",
       " {'picked_salesstaff': 4,\n",
       "  'customer_id': 1037,\n",
       "  'tel': 'ebcb8da68545f196b27f050ac00d3dad'},\n",
       " {'picked_salesstaff': 13,\n",
       "  'customer_id': 1040,\n",
       "  'tel': '23b9216d0a9ae32aaeaa6e7a17f0971f'},\n",
       " {'picked_salesstaff': 24,\n",
       "  'customer_id': 1061,\n",
       "  'tel': 'd5ac33230fe75560b8bb886f17edd108'},\n",
       " {'picked_salesstaff': 20,\n",
       "  'customer_id': 1063,\n",
       "  'tel': '3e3f86488efea70a761a3b6a539a3af6'},\n",
       " {'picked_salesstaff': 25,\n",
       "  'customer_id': 1066,\n",
       "  'tel': '1dc2a72db1fdfe95344a1f4d8faabedb'},\n",
       " {'picked_salesstaff': 30,\n",
       "  'customer_id': 1067,\n",
       "  'tel': 'e02bd377c279ce14f4d94baabdf45c99'},\n",
       " {'picked_salesstaff': 23,\n",
       "  'customer_id': 1783,\n",
       "  'tel': 'b0c160fd845516b4f5f5572e4c7558fe'},\n",
       " {'picked_salesstaff': 21,\n",
       "  'customer_id': 1786,\n",
       "  'tel': '32abfade8cc64824f66f939393d2d0fe'},\n",
       " {'picked_salesstaff': 14,\n",
       "  'customer_id': 1788,\n",
       "  'tel': '2354e260860a3d2f9ddb7b664303110c'},\n",
       " {'picked_salesstaff': 27,\n",
       "  'customer_id': 1830,\n",
       "  'tel': '764dd63c2a8a6772ac271fcb9b9f6771'},\n",
       " {'picked_salesstaff': 17,\n",
       "  'customer_id': 1833,\n",
       "  'tel': '4f7aefeb62679f364086735df817bd48'},\n",
       " {'picked_salesstaff': 9,\n",
       "  'customer_id': 1839,\n",
       "  'tel': '2ab4a9b547c96ea1d57a28675c8d6d1d'},\n",
       " {'picked_salesstaff': 1,\n",
       "  'customer_id': 1841,\n",
       "  'tel': 'e9fa8e516d4971d7b3dada7a06131791'},\n",
       " {'picked_salesstaff': 20,\n",
       "  'customer_id': 1847,\n",
       "  'tel': 'b0bbd0deda80542a95677f2f8805e906'},\n",
       " {'picked_salesstaff': 6,\n",
       "  'customer_id': 2548,\n",
       "  'tel': '8e1a7294a39e3beef2da70cc58893c39'},\n",
       " {'picked_salesstaff': 9,\n",
       "  'customer_id': 2549,\n",
       "  'tel': 'a29b331a55812a718abd64b00d6d4ad2'},\n",
       " {'picked_salesstaff': 1,\n",
       "  'customer_id': 2570,\n",
       "  'tel': '4123d30acf205d751d48a576b42d7a40'},\n",
       " {'picked_salesstaff': 13,\n",
       "  'customer_id': 2573,\n",
       "  'tel': '56863e8c1c8d1a48840b9ee6759d1a9a'},\n",
       " {'picked_salesstaff': 25,\n",
       "  'customer_id': 2574,\n",
       "  'tel': '066d5a6f8cced27c0791e7987e2cd6bd'},\n",
       " {'picked_salesstaff': 19,\n",
       "  'customer_id': 2575,\n",
       "  'tel': '3f442507687fbeb2cf16abba892521ae'},\n",
       " {'picked_salesstaff': 22,\n",
       "  'customer_id': 2576,\n",
       "  'tel': 'cdce6c96174ae002a5273b85f49b8907'},\n",
       " {'picked_salesstaff': 9,\n",
       "  'customer_id': 2800,\n",
       "  'tel': '86227e434a3b7292842b4a027ccaecd8'},\n",
       " {'picked_salesstaff': 16,\n",
       "  'customer_id': 3419,\n",
       "  'tel': 'ad267711387aa5583dc6851b20a2af4f'},\n",
       " {'picked_salesstaff': 20,\n",
       "  'customer_id': 3429,\n",
       "  'tel': '0bdfe5dc732dd3802172eebe91aba03c'},\n",
       " {'picked_salesstaff': 1,\n",
       "  'customer_id': 3434,\n",
       "  'tel': '1445da6374aa16ac33464b6935498ecb'},\n",
       " {'picked_salesstaff': 26,\n",
       "  'customer_id': 3435,\n",
       "  'tel': '1871fca1a8f514a8cd46998f0a396bbc'},\n",
       " {'picked_salesstaff': 26,\n",
       "  'customer_id': 4012,\n",
       "  'tel': '49bab982b7d75c98d9eef5ff6877cbc9'},\n",
       " {'picked_salesstaff': 14,\n",
       "  'customer_id': 4034,\n",
       "  'tel': '3ebd1e8fc0c519bcf080c0626d99dd90'},\n",
       " {'picked_salesstaff': 2,\n",
       "  'customer_id': 4035,\n",
       "  'tel': '0070cad27da4fc2ce2efd9a1fd949d76'},\n",
       " {'picked_salesstaff': 28,\n",
       "  'customer_id': 4496,\n",
       "  'tel': 'a5ab0698be8f355b37b7bba85d840fa1'},\n",
       " {'picked_salesstaff': 28,\n",
       "  'customer_id': 4497,\n",
       "  'tel': 'c7636ef4ae16f744ed40c766867a2bb8'},\n",
       " {'picked_salesstaff': 23,\n",
       "  'customer_id': 4498,\n",
       "  'tel': 'f67a83bf2d3040497c75544914291018'},\n",
       " {'picked_salesstaff': 3,\n",
       "  'customer_id': 4499,\n",
       "  'tel': '860b48baff76d94f7470bd33b7dd1e64'},\n",
       " {'picked_salesstaff': 24,\n",
       "  'customer_id': 4501,\n",
       "  'tel': '03752935abbfd5c79ee89a0c1a1291cb'},\n",
       " {'picked_salesstaff': 13,\n",
       "  'customer_id': 4503,\n",
       "  'tel': 'de3d40c6aaaf76325715bc5188d0c459'},\n",
       " {'picked_salesstaff': 13,\n",
       "  'customer_id': 4973,\n",
       "  'tel': '715cd24adf27d9268ca44ea00937bebe'},\n",
       " {'picked_salesstaff': 10,\n",
       "  'customer_id': 4992,\n",
       "  'tel': '12dc07619cb60fa57f9f84dcbab6bb37'},\n",
       " {'picked_salesstaff': 16,\n",
       "  'customer_id': 4994,\n",
       "  'tel': 'b29fab2518fa0d24ca5975b275120cf3'},\n",
       " {'picked_salesstaff': 26,\n",
       "  'customer_id': 4998,\n",
       "  'tel': '8e65e1028c386b85a72e362f42f1a159'},\n",
       " {'picked_salesstaff': 22,\n",
       "  'customer_id': 5002,\n",
       "  'tel': '8b0957ebb91e2c8c892889e1fc043b07'},\n",
       " {'picked_salesstaff': 24,\n",
       "  'customer_id': 5004,\n",
       "  'tel': '39aa0e1097ad2ba42fedbfc769158fc7'},\n",
       " {'picked_salesstaff': 25,\n",
       "  'customer_id': 5272,\n",
       "  'tel': 'a58d29bec8f6279205c62cefb24ab884'},\n",
       " {'picked_salesstaff': 30,\n",
       "  'customer_id': 5273,\n",
       "  'tel': '8c02cc367639b2b90957a83c063e6e15'},\n",
       " {'picked_salesstaff': 4,\n",
       "  'customer_id': 5277,\n",
       "  'tel': '9e1332e21660d2a1995d1f96360ebfe2'},\n",
       " {'picked_salesstaff': 5,\n",
       "  'customer_id': 5278,\n",
       "  'tel': '940701495a6b43a7cb0f96b40d0e987f'},\n",
       " {'picked_salesstaff': 21,\n",
       "  'customer_id': 5770,\n",
       "  'tel': '9fa3b86da5845c9f925124e27c59840a'},\n",
       " {'picked_salesstaff': 2,\n",
       "  'customer_id': 5799,\n",
       "  'tel': '48621af9e861f2ea7f9859fcd27f154d'},\n",
       " {'picked_salesstaff': 24,\n",
       "  'customer_id': 5801,\n",
       "  'tel': '14380452e2cdb0b654f8c2709dd347f9'},\n",
       " {'picked_salesstaff': 25,\n",
       "  'customer_id': 5806,\n",
       "  'tel': '30583f3836882c67e21ef78282775e77'},\n",
       " {'picked_salesstaff': 9,\n",
       "  'customer_id': 5809,\n",
       "  'tel': 'b13239fa274f055638d47a6f843cf8cc'},\n",
       " {'picked_salesstaff': 23,\n",
       "  'customer_id': 5810,\n",
       "  'tel': '28ca6179281012afce47ef830b3b432d'},\n",
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       "  'tel': 'bc0e643a1d3d8d5cd1d9f2979bfe7244'},\n",
       " {'picked_salesstaff': 23,\n",
       "  'customer_id': 17723,\n",
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       " {'picked_salesstaff': 27,\n",
       "  'customer_id': 18099,\n",
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       " {'picked_salesstaff': 20,\n",
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       " {'picked_salesstaff': 25,\n",
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       " {'picked_salesstaff': 18,\n",
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       " {'picked_salesstaff': 14,\n",
       "  'customer_id': 18810,\n",
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       " {'picked_salesstaff': 9,\n",
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       "  'tel': '68780dc4dad4301966d2bbf57215dbe8'},\n",
       " {'picked_salesstaff': 3,\n",
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       " {'picked_salesstaff': 30,\n",
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       " {'picked_salesstaff': 1,\n",
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       "  'tel': 'e4ab97427ad5b6ea2fbf81a915614b3d'},\n",
       " {'picked_salesstaff': 7,\n",
       "  'customer_id': 18856,\n",
       "  'tel': 'e58bee095c919442aca145776616bad5'},\n",
       " {'picked_salesstaff': 27,\n",
       "  'customer_id': 18858,\n",
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       " {'picked_salesstaff': 7,\n",
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       " {'picked_salesstaff': 12,\n",
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       " {'picked_salesstaff': 25,\n",
       "  'customer_id': 18868,\n",
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       " {'picked_salesstaff': 1,\n",
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       " {'picked_salesstaff': 26,\n",
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       " {'picked_salesstaff': 10,\n",
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       " {'picked_salesstaff': 23,\n",
       "  'customer_id': 19743,\n",
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       " {'picked_salesstaff': 4,\n",
       "  'customer_id': 19747,\n",
       "  'tel': '72c341d55fc0372158cabf9d89219509'},\n",
       " {'picked_salesstaff': 20,\n",
       "  'customer_id': 19749,\n",
       "  'tel': 'aacdca534f513e0912868c41bf271169'},\n",
       " {'picked_salesstaff': 14,\n",
       "  'customer_id': 19751,\n",
       "  'tel': 'fa6f2613ad2ca66725f4a0d436aa8de9'},\n",
       " {'picked_salesstaff': 29,\n",
       "  'customer_id': 19753,\n",
       "  'tel': '37af72d866927ce119e14e364dff4dd6'},\n",
       " {'picked_salesstaff': 4,\n",
       "  'customer_id': 20042,\n",
       "  'tel': '298bd8737babbd33e00a531c618818c0'},\n",
       " {'picked_salesstaff': 21,\n",
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       " {'picked_salesstaff': 27,\n",
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       " {'picked_salesstaff': 23,\n",
       "  'customer_id': 20741,\n",
       "  'tel': '004063edc12a8d87cf189c89d5da0891'},\n",
       " {'picked_salesstaff': 21,\n",
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       "  'tel': 'f1a604a7063bc59bafd53074116ac901'},\n",
       " {'picked_salesstaff': 30,\n",
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       " {'picked_salesstaff': 13,\n",
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       " {'picked_salesstaff': 3,\n",
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       " {'picked_salesstaff': 5,\n",
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       " {'picked_salesstaff': 3,\n",
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       " {'picked_salesstaff': 15,\n",
       "  'customer_id': 21629,\n",
       "  'tel': '859d6455aa52e73d5f7a96e5e1c298d5'},\n",
       " {'picked_salesstaff': 26,\n",
       "  'customer_id': 21632,\n",
       "  'tel': 'c30ded1946b5fd759649d58cf80fdd77'},\n",
       " {'picked_salesstaff': 17,\n",
       "  'customer_id': 21663,\n",
       "  'tel': 'e90b95fffb0b3edac24413955d23b7aa'},\n",
       " {'picked_salesstaff': 7,\n",
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       " {'picked_salesstaff': 14,\n",
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       " {'picked_salesstaff': 12,\n",
       "  'customer_id': 21669,\n",
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       " {'picked_salesstaff': 22,\n",
       "  'customer_id': 21670,\n",
       "  'tel': '2805d24bb35572c313bb0448db1a8ccb'},\n",
       " {'picked_salesstaff': 3,\n",
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       " {'picked_salesstaff': 2,\n",
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       " {'picked_salesstaff': 28,\n",
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       " {'picked_salesstaff': 17,\n",
       "  'customer_id': 22858,\n",
       "  'tel': 'b97e386a7cf0f4b04c44bdd7f7c1f10b'},\n",
       " {'picked_salesstaff': 15,\n",
       "  'customer_id': 22861,\n",
       "  'tel': 'a8d220c6cc33fbce56b48870666e96ee'},\n",
       " {'picked_salesstaff': 23,\n",
       "  'customer_id': 22863,\n",
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       " {'picked_salesstaff': 18,\n",
       "  'customer_id': 22864,\n",
       "  'tel': 'af900b59116dc3190d33b6bbcdfa0a8a'},\n",
       " {'picked_salesstaff': 9,\n",
       "  'customer_id': 22899,\n",
       "  'tel': '134d712558f1fe0a48c600c039b4e4e6'},\n",
       " {'picked_salesstaff': 2,\n",
       "  'customer_id': 22903,\n",
       "  'tel': 'ffdda1ac13c92ee167cff92fe69f06bc'},\n",
       " {'picked_salesstaff': 30,\n",
       "  'customer_id': 22904,\n",
       "  'tel': 'cccf680bdf77caeb5cf90ab8b5e6f3fb'},\n",
       " {'picked_salesstaff': 9,\n",
       "  'customer_id': 22908,\n",
       "  'tel': '0baea7a0fd95d0f8474bc862056170a0'},\n",
       " {'picked_salesstaff': 28,\n",
       "  'customer_id': 22913,\n",
       "  'tel': '18f7de333e4bf4826a691d9bc15ab74d'},\n",
       " {'picked_salesstaff': 21,\n",
       "  'customer_id': 22916,\n",
       "  'tel': '44cbc46a20c9388eb7c5a4a4f6a4a8df'},\n",
       " {'picked_salesstaff': 9,\n",
       "  'customer_id': 22917,\n",
       "  'tel': '6420d1039f17de0c9e080d9a214a83ab'},\n",
       " {'picked_salesstaff': 24,\n",
       "  'customer_id': 22919,\n",
       "  'tel': 'dd50c66136f09c6f71a1339e68149624'},\n",
       " {'picked_salesstaff': 8,\n",
       "  'customer_id': 23837,\n",
       "  'tel': '0ac238c0162649b78d35dfc08fcae309'},\n",
       " {'picked_salesstaff': 2,\n",
       "  'customer_id': 23841,\n",
       "  'tel': 'dc45e6a78a697d45d5fd2cddcaaccc27'},\n",
       " {'picked_salesstaff': 3,\n",
       "  'customer_id': 23850,\n",
       "  'tel': '01532afa1d63e8975a244c7259307aaf'},\n",
       " {'picked_salesstaff': 17,\n",
       "  'customer_id': 23851,\n",
       "  'tel': '5bb41335c5053bb5c47ce76d27dbf7b4'},\n",
       " {'picked_salesstaff': 30,\n",
       "  'customer_id': 23855,\n",
       "  'tel': '7724a1e3cbd18602d7d7e64ed410bbd2'},\n",
       " {'picked_salesstaff': 24,\n",
       "  'customer_id': 23892,\n",
       "  'tel': '6d3927d21297a77f1426ef179b234504'},\n",
       " {'picked_salesstaff': 9,\n",
       "  'customer_id': 23895,\n",
       "  'tel': 'b7460d3a99b85c7fa75c9a19ac1872bb'},\n",
       " {'picked_salesstaff': 22,\n",
       "  'customer_id': 23898,\n",
       "  'tel': '772cfe9ae0f409c60c77e487666a3f32'},\n",
       " {'picked_salesstaff': 28,\n",
       "  'customer_id': 23903,\n",
       "  'tel': 'ef453a38917951ebba1892d3fce3e966'},\n",
       " {'picked_salesstaff': 26,\n",
       "  'customer_id': 23904,\n",
       "  'tel': '5cbecce8affc14328c7f1b9e11216722'},\n",
       " {'picked_salesstaff': 20,\n",
       "  'customer_id': 23906,\n",
       "  'tel': '50b15bc598061032cd97d33ea690a269'},\n",
       " {'picked_salesstaff': 11,\n",
       "  'customer_id': 23911,\n",
       "  'tel': 'baec78b59528a212ec7c6019be7f15dd'},\n",
       " {'picked_salesstaff': 26,\n",
       "  'customer_id': 24783,\n",
       "  'tel': 'aadb25290c44cceeb9c5a664fb4dca1d'},\n",
       " {'picked_salesstaff': 10,\n",
       "  'customer_id': 24816,\n",
       "  'tel': 'cdba6e139e78d3bc2b1db83e8349983b'},\n",
       " {'picked_salesstaff': 25,\n",
       "  'customer_id': 24817,\n",
       "  'tel': '48bc8dfcea7891291a76c8679c11ce11'},\n",
       " {'picked_salesstaff': 29,\n",
       "  'customer_id': 24818,\n",
       "  'tel': '6f6dd932528b0a398ddf17dcbd465303'},\n",
       " {'picked_salesstaff': 6,\n",
       "  'customer_id': 24822,\n",
       "  'tel': '79c53a15aa52b0a3c5f78b71c24956b7'},\n",
       " {'picked_salesstaff': 5,\n",
       "  'customer_id': 24829,\n",
       "  'tel': '5e141d52f3637f311e1d2388bfe05f29'},\n",
       " {'picked_salesstaff': 18,\n",
       "  'customer_id': 25521,\n",
       "  'tel': '6e72833bf3bc10b27fced307d990a2fa'},\n",
       " {'picked_salesstaff': 15,\n",
       "  'customer_id': 25526,\n",
       "  'tel': 'f140dfd41b0edff6bdbb701009b53d46'},\n",
       " {'picked_salesstaff': 29,\n",
       "  'customer_id': 25546,\n",
       "  'tel': 'd259354be5ed9d447c18d004cfa70b35'},\n",
       " {'picked_salesstaff': 7,\n",
       "  'customer_id': 25547,\n",
       "  'tel': 'cf675b9923ef2197b852f5e7e9ce9244'},\n",
       " {'picked_salesstaff': 4,\n",
       "  'customer_id': 25549,\n",
       "  'tel': '5a3138ef257e04d273e61d12350ab2e6'},\n",
       " {'picked_salesstaff': 18,\n",
       "  'customer_id': 25556,\n",
       "  'tel': 'a6d3f11a703ae0e434fb5385ac8c2031'},\n",
       " {'picked_salesstaff': 29,\n",
       "  'customer_id': 25559,\n",
       "  'tel': 'd107d2470ba72a473c41c703ee612346'},\n",
       " {'picked_salesstaff': 23,\n",
       "  'customer_id': 25962,\n",
       "  'tel': '36ab9a4059484cbdbc1acfac506ac1a7'},\n",
       " {'picked_salesstaff': 12,\n",
       "  'customer_id': 25964,\n",
       "  'tel': '6cfda4095d297ef4c224948baff71486'},\n",
       " {'picked_salesstaff': 10,\n",
       "  'customer_id': 26365,\n",
       "  'tel': 'fdace0a5eb0ffc216ba30e413b39a3ea'},\n",
       " {'picked_salesstaff': 21,\n",
       "  'customer_id': 26367,\n",
       "  'tel': '6eab019c1a4e8fb5de29c66d0d650699'},\n",
       " {'picked_salesstaff': 4,\n",
       "  'customer_id': 26369,\n",
       "  'tel': '045a631f3a3864fa229ff75e7265dbbc'},\n",
       " {'picked_salesstaff': 3,\n",
       "  'customer_id': 27061,\n",
       "  'tel': 'fd9b27f03f6cb940ccf29efaf55cd88a'},\n",
       " {'picked_salesstaff': 8,\n",
       "  'customer_id': 27065,\n",
       "  'tel': '54827e84787649adb331fff3dc6b7a8f'},\n",
       " {'picked_salesstaff': 14,\n",
       "  'customer_id': 27068,\n",
       "  'tel': '9540cb84de89b6b1acf5fd9ea70124ae'},\n",
       " {'picked_salesstaff': 14,\n",
       "  'customer_id': 27076,\n",
       "  'tel': '8f6ca20b9a54eae0a13a2b1d769019d2'},\n",
       " {'picked_salesstaff': 15,\n",
       "  'customer_id': 27111,\n",
       "  'tel': '7e28532d91d2f954223bf4704984c9d1'},\n",
       " {'picked_salesstaff': 27,\n",
       "  'customer_id': 27117,\n",
       "  'tel': 'e55059524b50d5389fc9d3a3b5993da1'},\n",
       " {'picked_salesstaff': 4,\n",
       "  'customer_id': 27121,\n",
       "  'tel': 'd5bf4184fa12e73527e0b9c151ad2bc9'},\n",
       " {'picked_salesstaff': 6,\n",
       "  'customer_id': 27523,\n",
       "  'tel': '46c9e56a065055b93d19a053a85d6944'},\n",
       " {'picked_salesstaff': 13,\n",
       "  'customer_id': 27537,\n",
       "  'tel': '77cdcbbb9f2e62218f4f1fb62ac3084c'},\n",
       " {'picked_salesstaff': 3,\n",
       "  'customer_id': 27837,\n",
       "  'tel': '08477e5c9b54c088c9f8c99e5698ca59'},\n",
       " {'picked_salesstaff': 1,\n",
       "  'customer_id': 27843,\n",
       "  'tel': 'e91903511446a4a29f5745e41cea2aba'},\n",
       " {'picked_salesstaff': 12,\n",
       "  'customer_id': 27844,\n",
       "  'tel': '7076d242d88453e918e6aaa653b43b1e'},\n",
       " {'picked_salesstaff': 17,\n",
       "  'customer_id': 28140,\n",
       "  'tel': '9e89a0b8be0dd89c2ea9c608d13ee53f'},\n",
       " {'picked_salesstaff': 9,\n",
       "  'customer_id': 28151,\n",
       "  'tel': '4efd1368dad680868a5595003d7d9acc'},\n",
       " {'picked_salesstaff': 15,\n",
       "  'customer_id': 28152,\n",
       "  'tel': '380504f27f85acb743e21ed4c9e57d60'},\n",
       " {'picked_salesstaff': 17,\n",
       "  'customer_id': 28442,\n",
       "  'tel': '8568a35d3db80be71df99645df0dc8e1'},\n",
       " {'picked_salesstaff': 11,\n",
       "  'customer_id': 28457,\n",
       "  'tel': '11d8da1100332658a9a23bca78e83316'},\n",
       " {'picked_salesstaff': 16,\n",
       "  'customer_id': 28458,\n",
       "  'tel': '9eaeccbb982e9aa87f2f8b4625512bc3'},\n",
       " {'picked_salesstaff': 25,\n",
       "  'customer_id': 28798,\n",
       "  'tel': '430cb654704188f461a3718d2fb24df6'},\n",
       " {'picked_salesstaff': 6,\n",
       "  'customer_id': 28814,\n",
       "  'tel': '0beba6b422bfd0edd4d371fbfabdef8e'},\n",
       " {'picked_salesstaff': 25,\n",
       "  'customer_id': 28819,\n",
       "  'tel': '03b0166e7159574a8f9429a6260f9e47'},\n",
       " {'picked_salesstaff': 25,\n",
       "  'customer_id': 29132,\n",
       "  'tel': '71726ea77b1d4822b501a517527df26c'},\n",
       " {'picked_salesstaff': 14,\n",
       "  'customer_id': 29133,\n",
       "  'tel': 'ad65fd417bdbf5994ea621067ace4a86'},\n",
       " {'picked_salesstaff': 1,\n",
       "  'customer_id': 29134,\n",
       "  'tel': '418f87d7e75c6ad6e9df33b7eea326ba'},\n",
       " {'picked_salesstaff': 3,\n",
       "  'customer_id': 29135,\n",
       "  'tel': '23e93426d7379ad339b59e4f41909aee'},\n",
       " {'picked_salesstaff': 8,\n",
       "  'customer_id': 29136,\n",
       "  'tel': '65d7957b1e21842f957fbaffe4f49543'},\n",
       " {'picked_salesstaff': 3,\n",
       "  'customer_id': 29464,\n",
       "  'tel': '25f890253794de931f2ada10cfb7e173'},\n",
       " {'picked_salesstaff': 29,\n",
       "  'customer_id': 29466,\n",
       "  'tel': '86895c654423d93e60c5978742d7d0ad'},\n",
       " {'picked_salesstaff': 14,\n",
       "  'customer_id': 29484,\n",
       "  'tel': 'cb3d817e78aa17b0b266770c791d6bbf'},\n",
       " {'picked_salesstaff': 18,\n",
       "  'customer_id': 29486,\n",
       "  'tel': '6a9d1af4d87988282649f45c15b92fd2'},\n",
       " {'picked_salesstaff': 17,\n",
       "  'customer_id': 29488,\n",
       "  'tel': '1a904c4d733b49cd2f4770eac2f47ed8'},\n",
       " {'picked_salesstaff': 10,\n",
       "  'customer_id': 29887,\n",
       "  'tel': 'cde8850fc2a26e6ba63dde618d7afc17'},\n",
       " {'picked_salesstaff': 28,\n",
       "  'customer_id': 29889,\n",
       "  'tel': '8fe152dc38c99250600ac50873fc0298'},\n",
       " {'picked_salesstaff': 3,\n",
       "  'customer_id': 29892,\n",
       "  'tel': '478d1ac970fbdbeaa1eb57d419c35e72'},\n",
       " {'picked_salesstaff': 27,\n",
       "  'customer_id': 29896,\n",
       "  'tel': '4f70d113b19f59016c87ecdcb8c2f9d2'},\n",
       " {'picked_salesstaff': 4,\n",
       "  'customer_id': 29897,\n",
       "  'tel': '4550dcb5340befa3344c05bf67bc627f'}]"
      ]
     },
     "execution_count": 53,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mission_total = reassign_mission_data + df_mission\n",
    "reassign_mission_data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {},
   "outputs": [],
   "source": [
    "newcreatedData = pd.DataFrame(reassign_mission_data)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [],
   "source": [
    "newcreatedData.to_sql(\n",
    "    \"2020-07-01_new_data\",\n",
    "    conn,\n",
    "    index=False,\n",
    "    if_exists='append',\n",
    ")"
   ]
  },
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   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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